|Automated diagnosis of plus disease in retinopathy of prematurity using deep convolutional neural networks|
JM Brown, JP Campbell, A Beers, K Chang, S Ostmo, RVP Chan, J Dy, ...
JAMA ophthalmology 136 (7), 803-810, 2018
|Computer-based image analysis for plus disease diagnosis in retinopathy of prematurity: performance of the “i-ROP” system and image features associated with expert diagnosis|
E Ataer-Cansizoglu, V Bolon-Canedo, JP Campbell, A Bozkurt, ...
Translational vision science & technology 4 (6), 5-5, 2015
|Expert diagnosis of plus disease in retinopathy of prematurity from computer-based image analysis|
JP Campbell, E Ataer-Cansizoglu, V Bolon-Canedo, A Bozkurt, ...
JAMA ophthalmology 134 (6), 651-657, 2016
|Influence of fluorescein angiography on the diagnosis and management of retinopathy of prematurity|
MA Klufas, SN Patel, MC Ryan, MP Gupta, KE Jonas, S Ostmo, ...
Ophthalmology 122 (8), 1601-1608, 2015
|Development and evaluation of reference standards for image-based telemedicine diagnosis and clinical research studies in ophthalmology|
MC Ryan, S Ostmo, K Jonas, A Berrocal, K Drenser, J Horowitz, TC Lee, ...
AMIA annual symposium proceedings 2014, 1902, 2014
|Plus disease in retinopathy of prematurity: a continuous spectrum of vascular abnormality as a basis of diagnostic variability|
JP Campbell, J Kalpathy-Cramer, D Erdogmus, P Tian, D Kedarisetti, ...
Ophthalmology 123 (11), 2338-2344, 2016
|Plus disease in retinopathy of prematurity: improving diagnosis by ranking disease severity and using quantitative image analysis|
J Kalpathy-Cramer, JP Campbell, D Erdogmus, P Tian, D Kedarisetti, ...
Ophthalmology 123 (11), 2345-2351, 2016
|Risk factors for retinopathy of prematurity: insights from outlier infants|
AD Port, RVP Chan, S Ostmo, D Choi, MF Chiang
Graefe's Archive for Clinical and Experimental Ophthalmology 252 (10), 1669-1677, 2014
|Diagnostic discrepancies in retinopathy of prematurity classification|
JP Campbell, MC Ryan, E Lore, P Tian, S Ostmo, K Jonas, RVP Chan, ...
Ophthalmology 123 (8), 1795-1801, 2016
|Evaluation of screening for retinopathy of prematurity by ROPtool or a lay reader|
AM Abbey, CG Besirli, DC Musch, CA Andrews, A Capone Jr, KA Drenser, ...
Ophthalmology 123 (2), 385-390, 2016
|Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity|
TK Redd, JP Campbell, JM Brown, SJ Kim, S Ostmo, RVP Chan, J Dy, ...
British Journal of Ophthalmology 103 (5), 580-584, 2019
|Color fundus photography versus fluorescein angiography in identification of the macular center and zone in retinopathy of prematurity|
SN Patel, MA Klufas, MC Ryan, KE Jonas, S Ostmo, ...
American journal of ophthalmology 159 (5), 950-957. e2, 2015
|The Global Education Network for Retinopathy of Prematurity (Gen-Rop): Development, implementation, and evaluation of a novel tele-education system (an American …|
RVP Chan, SN Patel, MC Ryan, KE Jonas, S Ostmo, AD Port, GI Sun, ...
Transactions of the American Ophthalmological Society 113, 2015
|High-resolution medical image synthesis using progressively grown generative adversarial networks|
A Beers, J Brown, K Chang, JP Campbell, S Ostmo, MF Chiang, ...
arXiv preprint arXiv:1805.03144, 2018
|Diagnostic accuracy of ophthalmoscopy vs telemedicine in examinations for retinopathy of prematurity|
H Biten, TK Redd, C Moleta, JP Campbell, S Ostmo, K Jonas, RVP Chan, ...
JAMA ophthalmology 136 (5), 498-504, 2018
|Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium. Automated diagnosis of plus disease in retinopathy of prematurity using deep convolutional …|
JM Brown, JP Campbell, A Beers, K Chang, S Ostmo, RV Chan, J Dy, ...
JAMA Ophthalmol 136 (7), 803-810, 2018
|Practice patterns in retinopathy of prematurity treatment for disease milder than recommended by guidelines|
MP Gupta, RVP Chan, R Anzures, S Ostmo, K Jonas, MF Chiang, ...
American journal of ophthalmology 163, 1-10, 2016
|Implementation and evaluation of a tele-education system for the diagnosis of ophthalmic disease by international trainees|
JP Campbell, R Swan, K Jonas, S Ostmo, CV Ventura, ...
AMIA Annual Symposium Proceedings 2015, 366, 2015
|A quantitative severity scale for retinopathy of prematurity using deep learning to monitor disease regression after treatment|
K Gupta, JP Campbell, S Taylor, JM Brown, S Ostmo, RVP Chan, J Dy, ...
JAMA ophthalmology 137 (9), 1029-1036, 2019
|Monitoring disease progression with a quantitative severity scale for retinopathy of prematurity using deep learning|
S Taylor, JM Brown, K Gupta, JP Campbell, S Ostmo, RVP Chan, J Dy, ...
JAMA ophthalmology 137 (9), 1022-1028, 2019